Xiao, Peiyao

6 publications

AAAI 2025 First-Order Federated Bilevel Learning Yifan Yang, Peiyao Xiao, Shiqian Ma, Kaiyi Ji

ICLR 2025 MGDA Converges Under Generalized Smoothness, Provably Qi Zhang, Peiyao Xiao, Shaofeng Zou, Kaiyi Ji

NeurIPS 2023 Achieving $\mathcal{O}(\epsilon^{-1.5})$ Complexity in Hessian/Jacobian-Free Stochastic Bilevel Optimization Yifan Yang, Peiyao Xiao, Kaiyi Ji

ICML 2023 Communication-Efficient Federated Hypergradient Computation via Aggregated Iterative Differentiation Peiyao Xiao, Kaiyi Ji

NeurIPS 2023 Direction-Oriented Multi-Objective Learning: Simple and Provable Stochastic Algorithms Peiyao Xiao, Hao Ban, Kaiyi Ji

NeurIPS 2023 SimFBO: Towards Simple, Flexible and Communication-Efficient Federated Bilevel Learning Yifan Yang, Peiyao Xiao, Kaiyi Ji